docs: publish KHIPU-R2 card from szl-forge@65e5e4c043d104bc7c99e8c525c9c64308cb9e2d

Exact-source KHIPU-R2 card publication. The measured 3/6 abstention result remains explicitly not a pass; publication_eligible and autonomy_eligible remain false. No weights, adapter, configs, evals, visibility, hardware, or runtime state changed.

README.md

@@ -32,43 +32,11 @@ szl:
   gpu: UNAVAILABLE
 ---
 
-<!-- SZL-ESTATE-CARD:v2:START -->
-<p align="center"><a href="https://a-11-oy.com/"><img src="https://huggingface.co/spaces/SZLHOLDINGS/README/resolve/main/assets/estate-banner-v2.svg" alt="SZL Holdings — governed, receipted, verifiable" width="100%"></a></p>
-<p align="center">
-  <a href="https://github.com/szl-holdings/.github/tree/main/doctrine"><img src="https://img.shields.io/badge/doctrine-v11%20LOCKED-0B1F3A?style=flat-square" alt="doctrine v11"></a>
-  <a href="https://a-11-oy.com/"><img src="https://img.shields.io/badge/evidence%20wall-LIVE%20%C2%B7%20verify%20in%20browser-3AF4C8?style=flat-square" alt="live evidence wall"></a>
-  <a href="https://huggingface.co/datasets/SZLHOLDINGS/szl-lake"><img src="https://img.shields.io/badge/szl--lake-offline%20verifiable-C9B787?style=flat-square" alt="szl-lake offline verifiable"></a>
-  <a href="https://huggingface.co/spaces/SZLHOLDINGS/szl-constellation"><img src="https://img.shields.io/badge/estate%20map-constellation-5B8DEE?style=flat-square" alt="constellation estate map"></a>
-</p>
-<p align="center"><sub>Part of the <a href="https://huggingface.co/SZLHOLDINGS">SZL Holdings</a> governed estate — claims are designed to carry checkable receipts. Verification proves integrity &amp; origin, never accuracy or performance. <strong>Control before action. Evidence after.</strong></sub></p>
-<!-- SZL-ESTATE-CARD:v2:END -->
-
-
 <!-- SZL-CARD-PRESENTATION:v1 -->
 <p><a href="https://huggingface.co/SZLHOLDINGS"><img src="https://raw.githubusercontent.com/szl-holdings/szl-brand/27d12e77fc0f9f1a0e5fae8b34adf2380d51d070/kit/logos/orbit-v2/suite/szl-icon-32.svg" alt="SZL Holdings" width="48" height="48" /></a></p>
 
 # KHIPU-R2
 
-<!-- SZL-FRONTIER-CRED-20261104 -->
-## Usage
-
-PEFT/LoRA adapter — attach to the declared `base_model` at a pinned revision. Research-only unless a separate eval+serve gate says otherwise.
-
-```python
-from peft import PeftModel
-from transformers import AutoModelForCausalLM, AutoTokenizer
-base_id = "<BASE_FROM_CARD>"
-base_rev = "<BASE_PIN>"
-adapter = "SZLHOLDINGS/KHIPU-R2"
-adapter_rev = "<PINNED_SHA>"
-tok = AutoTokenizer.from_pretrained(base_id, revision=base_rev)
-base = AutoModelForCausalLM.from_pretrained(base_id, revision=base_rev, device_map="auto")
-model = PeftModel.from_pretrained(base, adapter, revision=adapter_rev)
-```
-
-Do not overwrite canonical serve tags (`chaski`, `SZL-Khipu-1.5B`, `szl1`).
-
-
 A separate abstention-retraining experiment with adapter-scoped historical evaluation records.
 
 **Artifact:** QLoRA adapter; separate merged checkpoint · **Stage:** Research · release blocked
@@ -193,15 +161,6 @@ verified. A license addition requires source-owner review of that coverage.
 Canonical card authoring source: [khipu-r2/card/README.md](https://github.com/szl-holdings/szl-forge/blob/6f4ac90ff503265cec9c0436587f086e52d6124e/khipu-r2/card/README.md).
 Doctrine v11 LOCKED 749/14/163. Λ = Conjecture 1, advisory, never a theorem.
 
-<!-- SZL-FRONTIER-CRED-20261104 -->
-## Limitations
-
-- Proposal / research artifact unless a separate signed eval+serve gate exists.
-- Train loss ≠ evaluation; named-N gates may fail or be historical-only.
-- Not authorized for autonomous execution or high-stakes deployment by this card alone.
-- Pin revisions; floating `main` is not a serve contract.
-- **datasets YAML undeclared:** no Hub `datasets:` id is asserted on this card. Local/receipt digests (jsonl SHA) are not Hub dataset ids; this wave does not invent them.
-
 <!-- SZL-CARD-TECHNICAL:v1:END -->
 </details>
 

szl-source-binding.json

@@ -27,7 +27,7 @@
       }
     },
     "repository": "szl-holdings/szl-forge",
-    "revision": "e28abe9d4be3ce5efbb09ea2a3a248494c654636"
+    "revision": "65e5e4c043d104bc7c99e8c525c9c64308cb9e2d"
   },
   "target": {
     "controlled_paths": [